{"id":348,"date":"2023-11-07T11:49:16","date_gmt":"2023-11-07T10:49:16","guid":{"rendered":"https:\/\/michaelkamp.org\/?p=348"},"modified":"2023-11-12T13:09:00","modified_gmt":"2023-11-12T12:09:00","slug":"the-kernel-trick","status":"publish","type":"post","link":"https:\/\/michaelkamp.org\/?p=348","title":{"rendered":"The Kernel Trick"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">To explain the kernel trick to students at Monash University, I once created a jupyter notebook that explains the basics with a few illustrations. I embed the notebook below, but you can also view it <a href=\"https:\/\/nbviewer.org\/github\/kampmichael\/machineLearningExplained\/blob\/master\/Kernel%20Methods\/The%20Kernel%20Trick.ipynb\">directly<\/a>, or check it out on <a href=\"https:\/\/github.com\/kampmichael\/machineLearningExplained\/blob\/master\/Kernel%20Methods\/The%20Kernel%20Trick.ipynb\">github<\/a>. It is all part of my <a href=\"https:\/\/github.com\/kampmichael\/machineLearningExplained\">Machine Learning Explained<\/a> repository, where I collect little bits of information on machine learning.<\/p>\n\n\n\n<script src=\"https:\/\/gist.github.com\/kampmichael\/7ace0985e43c958c3e02f220e5284812.js\"><\/script>\n","protected":false},"excerpt":{"rendered":"<p>To explain the kernel trick to students at Monash University, I once created a jupyter notebook that explains the basics with a few illustrations. I embed the notebook below, but you can also view it directly, or check it out on github. It is all part of my Machine Learning Explained repository, where I collect [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":368,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[41,38,40,17,10],"class_list":["post-348","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-basics","tag-kernel-methods","tag-kernel-trick","tag-learning-theory","tag-machine-learning"],"_links":{"self":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/348","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=348"}],"version-history":[{"count":18,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/348\/revisions"}],"predecessor-version":[{"id":369,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/348\/revisions\/369"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/media\/368"}],"wp:attachment":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}